{"id":"W327995723","doi":"10.1575/1912/73","title":"The Beaufort Gyre Observing System 2004 : mooring recovery and deployment operations in pack ice","year":2005,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woods Hole Oceanographic Institution","keywords":"Ocean gyre; Mooring; Marine engineering; Oceanography; Software deployment; Beaufort scale; Beaufort sea; Environmental science; Arctic ice pack; Sea ice; Geology; Engineering; Fishery; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007134448,0.0002977395,0.00021929,0.0007890227,0.0009387177,0.0004015964,0.0004741844,0.0002988241,0.00149903],"category_scores_gemma":[0.001027801,0.0002011372,0.000185594,0.0005223311,0.0002591528,0.0004686981,0.00041724,0.0003824355,0.0007256237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238566,"about_ca_system_score_gemma":0.001750773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.22827,"about_ca_topic_score_gemma":0.4165277,"domain_scores_codex":[0.9995425,0.00005303256,0.000020522,0.00005740261,0.0002377149,0.00008886112],"domain_scores_gemma":[0.9994814,0.00003723699,0.00008455914,0.00009668771,0.0002122533,0.0000879754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001221985,0.0001040272,0.2066878,0.000149579,0.00008979667,0.0006675119,0.003071785,0.01415762,0.0882946,0.0006083291,0.02524033,0.6597066],"study_design_scores_gemma":[0.00008805887,0.0006447088,0.820285,0.0000976134,0.00005819032,0.0003828771,0.001359492,0.02898446,0.02634395,0.0001623377,0.1215052,0.0000880393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9216383,0.001161413,0.03474005,0.0006794097,0.000220567,0.0009691658,0.004999521,0.006107053,0.02948445],"genre_scores_gemma":[0.8510888,0.00065886,0.1141409,0.0002357718,0.0001107927,0.0002504713,0.01166237,0.000633948,0.02121805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.22827,"threshold_uncertainty_score":0.4538826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153039896971786,"score_gpt":0.1984956126753539,"score_spread":0.186965213705636,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}